First variation of convolution of two nonlinear functions

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A new variational principle is introduced in the referenced paper, focusing on the equation of motion for a Duffing oscillator. The functional is defined using convolution integrals, but deriving the equations of motion proves challenging due to the nonlinear term. The author attempts to manipulate the variational expression but struggles with incorporating the convolution term involving x and δx. Despite exploring convolution properties, a solution remains elusive. The discussion seeks methods to re-express the convolution term to achieve the desired dynamics of the Duffing oscillator.
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A new variational principle is presented in this paper: http://arxiv.org/ftp/arxiv/papers/1112/1112.2286.pdf

When trying to derive something like the equation of motion of a Duffing oscillator, I take the following approach:

Set up the functional as such:
$$
\mathcal{I}\left(t,x(t),\dot{x}(t)\right) = \frac{1}{2}\left[\dot{x} * \dot{x} \right]+\frac{\beta}{2}\left[x * x \right]+\frac{\alpha}{4}\left[x^2 * x^2 \right]
$$

Where:
$$
\left[f * g\right]=\int^{t}_{0}f\left(t-\tau\right)g\left(\tau\right)\,\text{d}\tau
$$

Now, normally, I would take the first variation of the expression for $\mathcal{I}$ and then collect the similar variations $\delta x$ and equate their coefficient to zero, but it's not immediately obvious how one would do that with this expression:


$$
\mathcal{I}= \left[\delta\dot{x} * \dot{x} \right]+\beta\left[\delta x * x \right]+\alpha\left[x \delta x * x^2 \right]
$$

Using the integration by parts principle for convolutions, we get:

$$
\mathcal{I}= \left[\delta x * \left(\ddot{x}+\beta x\right) \right]+\left[x \delta x * x^2 \right]+\left.\delta x \dot{x}\right]^{t}_{0}
$$

Where it not for the nonlinear term in the last term of $\mathcal{I}$, I would have the full dynamics, namely:
$$
\ddot{x}+\beta x=0
$$

Although the dynamics should be:

$$
\ddot{x}+\beta x+\alpha x^3 =0
$$

But there is no way I can see of incorporating the convolution term with $x\delta x$ into the other terms convolved with $\delta x$.

I've tried playing around with the properties of convolutions and so far have not found a solution.

Is there a way to manipulate this convolutions to get the desired dynamics?
 
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Any method that would enable me to reexpress:
$$
\left[x \delta x * x^2 \right]
$$

As the variation convolved with something else would work.
 
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